Research

Research Synthesis & Affinity Mapping

You've done the research. You're now facing hundreds of data points. Affinity mapping brings clarity. Cluster observations until themes emerge from the data itself. It's slow. It can be frustrating. But understanding comes from handling every insight until patterns are undeniable.

Duration
3 hours
Group Size
3-6
Category
Research
Difficulty
Easy
Participants will:

  • Transform raw research data into themes.

  • Reveal patterns from research.

  • Build shared understanding.

  • Create a visual artifact.

  • Identify research gaps.


  • Organized research data.

  • Patterns and insights.

  • Shared understanding across the team.

The first pass must be silent. Talking favors confident voices. Silent clustering reveals real disagreement. When notes fit in multiple clusters, duplicate them. Vague observations might be the cause. Resist creating neat categories. Real data is messy. Photograph the final wall. Spatial relationships matter. If nothing is clustering after 45 minutes, you might have a data problem. More research or a narrower focus may be needed. Lazy cluster names create lazy insights. Push for specific, actionable names.

  1. Preparation: Print research findings on sticky notes. One finding per note. Include the source (participant ID, page number). Aim for 100-300 notes. Don't pre-organize.

  2. Silent Reading: Spread notes on a large surface. Read silently for 15-20 minutes. No talking, moving notes, or clustering. Absorb the data.

  3. First Pass Clustering: Group related notes silently for 30-40 minutes. Let intuition guide you. Duplicate notes if needed. Keep groups small (3-7 notes).

  4. Naming Clusters: Name each cluster descriptively in 15-20 minutes. Capture the insight, not just the topic. Use a different color sticky note. Split unclear clusters.

  5. Second Pass: Super-Clusters: Group related clusters into larger themes in 15 minutes. Aim for 4-8 major themes, each with 2-5 sub-clusters.

  6. Outliers and Misfits: Examine notes that didn't fit in 10 minutes. Don't force them. Discuss whether they're unique insights, research gaps, or noise.

Unlock Step-by-Step Instructions

Create a free account to access step-by-step instructions, agendas, and resources for all activities.

For Facilitators

  • Review participant profiles and expectations
  • Prepare all materials and supplies
  • Test technology and room setup

For Participants

  • Complete pre-session survey
  • Review background materials
  • Prepare examples or case studies

Unlock Pre-Work Requirements

Create a free account to access step-by-step instructions, agendas, and resources for all activities.


  • Sticky notes (200+).

  • Markers (one per person).

  • Large wall space (8-12 feet) or whiteboards.

  • Research data on notes.

  • Different color sticky notes for labels.

  • Camera.

  • Painter's tape (if using a wall).

Unlock Materials Required

Create a free account to access step-by-step instructions, agendas, and resources for all activities.

Discussion

0/2000
Loading comments...

Related Exercises

See all exercises

Customer Journey Mapping

1.3 hours

Map the end-to-end user experience across all touchpoints. Visualize the complete customer journey, including pre- and post-service interactions. Iden...

Research

Contextual Inquiry

2 hours

Contextual Inquiry brings research into the user's world. Instead of asking, watch them work. Observe them with their tools, facing real problems. You...

Research

Point of View Statement

30 mins

This exercise defines a problem from the user's perspective using a structured format. It creates an actionable problem statement based on real user r...

Research